Sundaresh Ram, PhD
Research Assistant Professor
Biomedical Engineering
Medicine
PhD, Electrical and Computer Engineering, University of Arizona
MS, Electrical and Computer Engineering, University of Arizona
BE, Electrical and Electronics Engineering, Anna University, Chennai
I am a Research Assistant Professor in the departments of Radiology and Biomedical Engineering at The University of Michigan. I work developing novel signal processing and machine learning algorithms for analyzing medical images by building prognosis/diagnosis models that handle heterogeneous, multi-modal, and longitudinal data, and build artificial intelligence tools for radiology applications. I obtained my PhD from the Electrical and Computer Engineering Department at The University of Arizona, Tucson, in 2017.
Projects:
Radiation Oncology Treatment Planning
University Affiliation(s)
Center for Molecular Imaging
Community and Professional Affiliation(s)
ATS | IEEE | SIAM
Research Area(s)
Artificial Intelligence | Bayesian Modeling | Bioinformatics | Computational Data Science | Data science / Analytics / AI | Deep neural networks | Mathematical modeling & statistical analysis
Publications
- CT-Based Commercial Software Applications: Improving Patient Care Through Accurate COPD Subtyping
- Quantitative CT Correlates with Local Inflammation in Lung of Patients with Subtypes of Chronic Lung Allograft Dysfunction
- X-ray dark field imaging: a tool for early diagnosis of emphysema in chronic obstructive pulmonary disease?
Grants
- Co-investigator of: An Early Imaging Marker of Emphysema
- Co-investigator of: Leveraging Quantitative Imaging from Lung Cancer Screening to Create Tools to Confront COPD